{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 7a - Design of a Lithographic Projection System"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "nbsphinx-toctree"
    ]
   },
   "source": [
    "### August 2024"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This tutorial demonstrates how Optiland can be used to analyze and optimize a lithographic projection lens. The starting point for this design is based on U.S. Patent #5831776."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "from optiland import analysis, materials, mtf, optic, optimization, wavefront"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The lens is designed for a wavelength of 248 nm and only uses silica lenses. Note that the lens is telecentric in object space. This only forces the chief ray in object space to be parallel with the optical axis. It does not directly enforce that the chief ray passes through the center of the aperture stop."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = optic.Optic()\n",
    "\n",
    "# We define SiO2 with the index of refraction at 248 nm\n",
    "SiO2 = materials.IdealMaterial(n=1.5084, k=0)\n",
    "\n",
    "# Define all surfaces\n",
    "lens.add_surface(index=0, radius=np.inf, thickness=110.85883544)\n",
    "lens.add_surface(index=1, radius=-737.7847, thickness=27.484, material=SiO2)\n",
    "lens.add_surface(index=2, radius=-235.2891, thickness=0.916)\n",
    "lens.add_surface(index=3, radius=211.1786, thickness=36.646, material=SiO2)\n",
    "lens.add_surface(index=4, radius=-461.3986, thickness=0.916)\n",
    "lens.add_surface(index=5, radius=412.6778, thickness=21.071, material=SiO2)\n",
    "lens.add_surface(index=6, radius=160.5391, thickness=16.197)\n",
    "lens.add_surface(index=7, radius=-604.1283, thickness=7.215, material=SiO2)\n",
    "lens.add_surface(index=8, radius=218.1877, thickness=23.941)\n",
    "lens.add_surface(index=9, radius=-3586.063, thickness=11.978, material=SiO2)\n",
    "lens.add_surface(index=10, radius=251.8168, thickness=47.506)\n",
    "lens.add_surface(index=11, radius=-85.2817, thickness=11.961, material=SiO2)\n",
    "lens.add_surface(index=12, radius=584.8597, thickness=9.968)\n",
    "lens.add_surface(index=13, radius=4074.801, thickness=35.291, material=SiO2)\n",
    "lens.add_surface(index=14, radius=-162.0185, thickness=0.923)\n",
    "lens.add_surface(index=15, radius=629.544, thickness=41.227, material=SiO2)\n",
    "lens.add_surface(index=16, radius=-226.7397, thickness=0.916)\n",
    "lens.add_surface(index=17, radius=522.2739, thickness=27.842, material=SiO2)\n",
    "lens.add_surface(index=18, radius=-582.424, thickness=0.916)\n",
    "lens.add_surface(index=19, radius=423.729, thickness=22.904, material=SiO2)\n",
    "lens.add_surface(index=20, radius=-1385.36, thickness=0.916, is_stop=True)\n",
    "lens.add_surface(index=21, radius=212.039, thickness=33.646, material=SiO2)\n",
    "lens.add_surface(index=22, radius=802.3695, thickness=55.304)\n",
    "lens.add_surface(index=23, radius=-776.5697, thickness=8.703, material=SiO2)\n",
    "lens.add_surface(index=24, radius=106.1728, thickness=24.09)\n",
    "lens.add_surface(index=25, radius=-200.683, thickness=11.452, material=SiO2)\n",
    "lens.add_surface(index=26, radius=311.8264, thickness=59.54)\n",
    "lens.add_surface(index=27, radius=-77.2276, thickness=11.772, material=SiO2)\n",
    "lens.add_surface(index=28, radius=2317.8032, thickness=11.862)\n",
    "lens.add_surface(index=29, radius=-290.8859, thickness=22.904, material=SiO2)\n",
    "lens.add_surface(index=30, radius=-148.3577, thickness=1.373)\n",
    "lens.add_surface(index=31, radius=-5658.5043, thickness=41.227, material=SiO2)\n",
    "lens.add_surface(index=32, radius=-151.9858, thickness=0.916)\n",
    "lens.add_surface(index=33, radius=678.1005, thickness=32.981, material=SiO2)\n",
    "lens.add_surface(index=34, radius=-358.554, thickness=0.916)\n",
    "lens.add_surface(index=35, radius=264.2734, thickness=32.814, material=SiO2)\n",
    "lens.add_surface(index=36, radius=2309.6884, thickness=0.916)\n",
    "lens.add_surface(index=37, radius=171.2681, thickness=29.015, material=SiO2)\n",
    "lens.add_surface(index=38, radius=364.7765, thickness=0.918)\n",
    "lens.add_surface(index=39, radius=113.37, thickness=76.259, material=SiO2)\n",
    "lens.add_surface(index=40, radius=78.6982, thickness=54.304)\n",
    "lens.add_surface(index=41, radius=49.5443, thickness=18.65, material=SiO2)\n",
    "lens.add_surface(index=42, radius=109.8136, thickness=13.07647896)\n",
    "lens.add_surface(index=43, radius=np.inf)\n",
    "\n",
    "# Define the aperture (the original NA was 0.15, but we reduce it slightly to avoid\n",
    "# negative edge thicknesses)\n",
    "lens.set_aperture(aperture_type=\"objectNA\", value=0.133)\n",
    "\n",
    "# Define the field\n",
    "lens.set_field_type(field_type=\"object_height\")\n",
    "lens.add_field(y=0)\n",
    "lens.add_field(y=32)\n",
    "lens.add_field(y=48)\n",
    "\n",
    "# Define the wavelength\n",
    "lens.add_wavelength(value=0.248, is_primary=True)\n",
    "\n",
    "# Specify that the lens is object-space telecentric\n",
    "lens.obj_space_telecentric = True\n",
    "\n",
    "# Move last surface to the paraxial image plane\n",
    "lens.image_solve()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens.draw(figsize=(12, 3))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1. Initial Performance Assessment\n",
    "\n",
    "Let's see how close the lens is to diffraction-limited by plotting the MTF:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens_mtf = mtf.FFTMTF(lens)\n",
    "lens_mtf.view(add_reference=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Clearly, the lens is far from the diffraction limit."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "nbsphinx-toctree"
    ]
   },
   "source": [
    "2. Optimization\n",
    "\n",
    "We now wish to make the lens diffraction-limited. Let's optimize the imaging performance by allowing all lens radii to vary."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "+----+------------------------+-------------------+\n",
      "|    |   Merit Function Value |   Improvement (%) |\n",
      "|----+------------------------+-------------------|\n",
      "|  0 |                12.5476 |                 0 |\n",
      "+----+------------------------+-------------------+\n"
     ]
    }
   ],
   "source": [
    "problem = optimization.OptimizationProblem()\n",
    "\n",
    "# Add focal length operand\n",
    "problem.add_operand(operand_type=\"f2\", target=494, weight=1, input_data={\"optic\": lens})\n",
    "\n",
    "# Add OPD operands for imaging quality\n",
    "for field in lens.fields.get_field_coords():\n",
    "    input_data = {\n",
    "        \"optic\": lens,\n",
    "        \"Hx\": field[0],\n",
    "        \"Hy\": field[1],\n",
    "        \"num_rays\": 5,\n",
    "        \"wavelength\": 0.248,\n",
    "        \"distribution\": \"gaussian_quad\",\n",
    "    }\n",
    "    problem.add_operand(\n",
    "        operand_type=\"OPD_difference\",\n",
    "        target=0,\n",
    "        weight=10,\n",
    "        input_data=input_data,\n",
    "    )\n",
    "\n",
    "# Allow the radii of curvature of all surfaces to vary\n",
    "for k in range(1, lens.surface_group.num_surfaces - 1):\n",
    "    problem.add_variable(\n",
    "        lens,\n",
    "        \"radius\",\n",
    "        surface_number=k,\n",
    "        min_val=-10000,\n",
    "        max_val=10000,\n",
    "    )\n",
    "\n",
    "# Print current merit function value\n",
    "problem.merit_info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We now run the standard optimizer. Note that this may take several minutes for a termination tolerance of 1e-9, but this should result in a high-performing lens."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "optimizer = optimization.OptimizerGeneric(problem)\n",
    "res = optimizer.optimize(tol=1e-9)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Printing the merit function result, we can see an improvement of ≈98%."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "+----+------------------------+-------------------+\n",
      "|    |   Merit Function Value |   Improvement (%) |\n",
      "|----+------------------------+-------------------|\n",
      "|  0 |                0.18312 |           98.5406 |\n",
      "+----+------------------------+-------------------+\n"
     ]
    }
   ],
   "source": [
    "problem.merit_info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's again view the MTF:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens_mtf = mtf.FFTMTF(lens)\n",
    "lens_mtf.view(add_reference=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is a significant improvement over the initial design. We plot the diffraction limit as a reference."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3. Final Performance Assessment\n",
    "\n",
    "Let's generate a few visualizations to show the final performance of the system. We will compute:\n",
    "\n",
    "- Wavefront OPD map for the (Hx, Hy) = (0, 1) field & corresponding standard Zernike coefficients\n",
    "- Standard spot diagram\n",
    "- Ray aberration fans"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "opd = wavefront.OPD(lens, field=(0, 1), wavelength=0.248)\n",
    "opd.view(projection=\"2d\", num_points=256)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Zernike Standard Coefficients:\n",
      "\tZ1: 0.01735758\n",
      "\tZ2: -0.05168029\n",
      "\tZ3: -0.00000000\n",
      "\tZ4: -0.00000000\n",
      "\tZ5: -0.01909300\n",
      "\tZ6: -0.06172758\n",
      "\tZ7: -0.01506762\n",
      "\tZ8: -0.01705757\n",
      "\tZ9: -0.00000000\n",
      "\tZ10: -0.00000000\n",
      "\tZ11: -0.00000000\n",
      "\tZ12: 0.00000000\n",
      "\tZ13: -0.01240470\n",
      "\tZ14: -0.00315813\n",
      "\tZ15: -0.00200293\n",
      "\tZ16: -0.00086635\n",
      "\tZ17: 0.00089715\n",
      "\tZ18: -0.01099649\n",
      "\tZ19: 0.00000000\n",
      "\tZ20: 0.00000000\n",
      "\tZ21: 0.00000000\n"
     ]
    }
   ],
   "source": [
    "print(\"Zernike Standard Coefficients:\")\n",
    "zernike = wavefront.ZernikeOPD(\n",
    "    lens,\n",
    "    (0, 1),\n",
    "    0.55,\n",
    "    zernike_type=\"standard\",\n",
    "    num_terms=21,\n",
    ")\n",
    "\n",
    "for k in range(len(zernike.coeffs)):\n",
    "    print(f\"\\tZ{k + 1}: {zernike.coeffs[k]:.8f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "spot = analysis.SpotDiagram(lens)\n",
    "spot.view()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x999 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fan = analysis.RayFan(lens)\n",
    "fan.view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "4. Conclusions:\n",
    "\n",
    "- Starting from a patent design, we optimized a lithographic projection lens to achieve near diffraction-limited performance\n",
    "- While significantly improved, the final design still has room for improvement. For example, we could have introduced aspheres on some of the surfaces."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As a reference, we print the final optimized lens data:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "+----+----------+------------+-------------+------------+---------+-----------------+\n",
      "|    | Type     |     Radius |   Thickness | Material   |   Conic |   Semi-aperture |\n",
      "|----+----------+------------+-------------+------------+---------+-----------------|\n",
      "|  0 | Planar   |   inf      |    110.859  | Air        |       0 |         48      |\n",
      "|  1 | Standard |  -737.785  |     27.484  | 1.5084     |       0 |         62.8764 |\n",
      "|  2 | Standard |  -235.279  |      0.916  | Air        |       0 |         63.7129 |\n",
      "|  3 | Standard |   211.148  |     36.646  | 1.5084     |       0 |         63.6289 |\n",
      "|  4 | Standard |  -461.394  |      0.916  | Air        |       0 |         57.6775 |\n",
      "|  5 | Standard |   412.675  |     21.071  | 1.5084     |       0 |         57.3949 |\n",
      "|  6 | Standard |   160.56   |     16.197  | Air        |       0 |         52.0974 |\n",
      "|  7 | Standard |  -604.128  |      7.215  | 1.5084     |       0 |         48.6269 |\n",
      "|  8 | Standard |   218.198  |     23.941  | Air        |       0 |         47.7977 |\n",
      "|  9 | Standard | -3586.06   |     11.978  | 1.5084     |       0 |         46.314  |\n",
      "| 10 | Standard |   251.823  |     47.506  | Air        |       0 |         45.8739 |\n",
      "| 11 | Standard |   -85.3358 |     11.961  | 1.5084     |       0 |         47.6413 |\n",
      "| 12 | Standard |   584.873  |      9.968  | Air        |       0 |         50.187  |\n",
      "| 13 | Standard |  4074.8    |     35.291  | 1.5084     |       0 |         53.8219 |\n",
      "| 14 | Standard |  -162.051  |      0.923  | Air        |       0 |         62.1964 |\n",
      "| 15 | Standard |   629.532  |     41.227  | 1.5084     |       0 |         62.3467 |\n",
      "| 16 | Standard |  -226.686  |      0.916  | Air        |       0 |         65.4205 |\n",
      "| 17 | Standard |   522.268  |     27.842  | 1.5084     |       0 |         65.3891 |\n",
      "| 18 | Standard |  -582.418  |      0.916  | Air        |       0 |         63.5819 |\n",
      "| 19 | Standard |   423.728  |     22.904  | 1.5084     |       0 |         63.4414 |\n",
      "| 20 | Standard | -1385.36   |      0.916  | Air        |       0 |         59.9561 |\n",
      "| 21 | Standard |   212.068  |     33.646  | 1.5084     |       0 |         59.9823 |\n",
      "| 22 | Standard |   802.37   |     55.304  | Air        |       0 |         57.4136 |\n",
      "| 23 | Standard |  -776.571  |      8.703  | 1.5084     |       0 |         53.0568 |\n",
      "| 24 | Standard |   106.107  |     24.09   | Air        |       0 |         52.8027 |\n",
      "| 25 | Standard |  -200.677  |     11.452  | 1.5084     |       0 |         57.8364 |\n",
      "| 26 | Standard |   311.82   |     59.54   | Air        |       0 |         60.5352 |\n",
      "| 27 | Standard |   -77.2254 |     11.772  | 1.5084     |       0 |         87.5769 |\n",
      "| 28 | Standard |  2317.8    |     11.862  | Air        |       0 |         95.6209 |\n",
      "| 29 | Standard |  -290.882  |     22.904  | 1.5084     |       0 |        108.096  |\n",
      "| 30 | Standard |  -148.471  |      1.373  | Air        |       0 |        126.934  |\n",
      "| 31 | Standard | -5658.5    |     41.227  | 1.5084     |       0 |        128.041  |\n",
      "| 32 | Standard |  -151.964  |      0.916  | Air        |       0 |        150.384  |\n",
      "| 33 | Standard |   678.099  |     32.981  | 1.5084     |       0 |        150.672  |\n",
      "| 34 | Standard |  -358.55   |      0.916  | Air        |       0 |        155.075  |\n",
      "| 35 | Standard |   264.261  |     32.814  | 1.5084     |       0 |        155.058  |\n",
      "| 36 | Standard |  2309.69   |      0.916  | Air        |       0 |        148.167  |\n",
      "| 37 | Standard |   171.243  |     29.015  | 1.5084     |       0 |        147.906  |\n",
      "| 38 | Standard |   364.78   |      0.918  | Air        |       0 |        133.993  |\n",
      "| 39 | Standard |   113.324  |     76.259  | 1.5084     |       0 |        133.501  |\n",
      "| 40 | Standard |    78.7098 |     54.304  | Air        |       0 |         76.0959 |\n",
      "| 41 | Standard |    49.5982 |     18.65   | 1.5084     |       0 |         41.1269 |\n",
      "| 42 | Standard |   109.823  |     13.1392 | Air        |       0 |         27.9527 |\n",
      "| 43 | Planar   |   inf      |    nan      | Air        |       0 |         15.6533 |\n",
      "+----+----------+------------+-------------+------------+---------+-----------------+\n"
     ]
    }
   ],
   "source": [
    "lens.info()"
   ]
  }
 ],
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